Dehua Chen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Topics

Mass Spectrometry

Image Classification

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

HPCC/SmartCity/DSS

Publications

Jinyi Deng, Dehua Chen, Chunlin Zhang, Yijie Dong
Generating lymphoma ultrasound image description with transformer model. Comput. Biol. Medicine 174 (2024)
Xiao Yu, Weimin Li, Cai Zhang, Jingchao Wang, Yan Zhao, Fangfang Liu, Quanke Pan, Huazhong Liu, Jihong Ding, Dehua Chen
Time-aware multi-behavior graph network model for complex group behavior prediction. Inf. Process. Manag. 61 (2) (2024)
XingWen Pan, Chengzhuan Bao, Dehua Chen
MobileNet-Light: A Lightweight TCT Image Classification Model for Cervical Cancer. IJCNN (2023)
Qiao Pan, Feifan Zhao, Xiaoling Chen, Dehua Chen
A method for extracting tumor events from clinical CT examination reports. J. Biomed. Informatics 142 (2023)
Qiao Pan, Bin Yang, Dehua Chen, Mei Wang
Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction: A Novel Method. ACML (2023)
ZhenHua Zhang, Dehua Chen, Mei Wang, Qiao Pan, Zhen Wang
MS-BioAP: A Pipeline for biomarker analysis based on data independent acquisition mass spectrometry. IJCNN (2023)
Pengxu Chen, Huazhong Liu, Hanning Zhang, Jihong Ding, Yunfan Zhang, Dehua Chen
High-Order Faithful Interpretation Methods for Tensor-Based CNNs. ISPA/BDCloud/SocialCom/SustainCom (2023)
Mei Wang, Shiyun Liu, Yijie Dong, Zhijie Xu, Qiao Pan, Dehua Chen, Jianwen Su
An End-to-End Multi-stage Network for Ultrasound Video Object Segmentation. BIBM (2023)
Chengzhuan Bao, Dehua Chen, Mei Wang, Qiao Pan
Causal Visual Feature Extraction for Image Classification Interpretation. IJCNN (2023)
Yuanyuan Guo, Dehua Chen, Chengzhuan Bao, Yishu Luo
Causal Attention-Based Lightweight and Efficient Cervical Cancer Cell Detection Model. BIBM (2023)
Yipeng Huang, Murong Zhang, Yuchun Zhao, Ben Jong-Dao Jou, Hui Zheng, Changrong Luo, Dehua Chen
Inter-Zone Differences of Convective Development in a Convection Outbreak Event over Southeastern Coast of China: An Observational Analysis. Remote. Sens. 14 (1) (2022)
Yingkang Han, Dehua Chen, Yishu Luo, Yijie Dong
Lymphoma Ultrasound Image Segmentation with Self-Attention Mechanism and Stable Learning. ICANN (1) (2022)
Dehua Chen, Yingkang Han, Yijie Dong, Xiaokang Zhou
Lymphoma Ultrasound Image Classification with Causal Attention and Feature Fusion. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Dehua Chen, Hongjin Zhao, Jianrong He, Qiao Pan, Weiliang Zhao
An Causal XAI Diagnostic Model for Breast Cancer Based on Mammography Reports. BIBM (2021)
Dehua Chen, Wei Zhang, Kun Shao, Weiliang Zhao
Interpretable Analysis of NARX Neural Network Prediction MPA-AUC. CAIBDA (2021)
Xinkai Rui, Chengzhuan Bao, Li Zhang, Dehua Chen
An Ontology-Driven Structured Processing Method for History of Present Illness of Discharge Summary. DASC/PiCom/CBDCom/CyberSciTech (2021)
Weimin Li, Kexin Zhong, Jianjia Wang, Dehua Chen
A dynamic algorithm based on cohesive entropy for influence maximization in social networks. Expert Syst. Appl. 169 (2021)
Qiao Pan, Qian Li, Dehua Chen, Liying Xie
Prediction and Interpretation of Epidemic Spread Based on Long-Short Term Memory Model. DASC/PiCom/CBDCom/CyberSciTech (2021)
Qiao Pan, Ke Ding, Dehua Chen
Multi-Classification Prediction of Alzheimer's Disease based on Fusing Multi-modal Features. ICDM (2021)
Rhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study. ICEIS (1) (2021)
Ming Zuo, Hongjin Zhao, Meihuaju Huang, Dehua Chen
Knowledge-Powered Thyroid Nodule Classification with Thyroid Ultrasound Reports. DASC/PiCom/CBDCom/CyberSciTech (2021)
Dehua Chen, Meihua Huang, Weimin Li
Knowledge-Powered Deep Breast Tumor Classification With Multiple Medical Reports. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (3) (2021)
Dehua Chen, Keting Zhong, Jianrong He
BDCN: Semantic Embedding Self-explanatory Breast Diagnostic Capsules Network. CCL (2021)
Mustafain Rehman, Qiao Pan, Dehua Chen, Arslan Manzoor
Classification of Chest X-Ray Images to Detect Pneumonia using CNN and Transfer Learning. BIBM (2021)
Dehua Chen, Liping Zhang, Wei Zhang, Kun Shao, Weiliang Zhao, Xiaokang Zhou
Deep Personalized Prediction of MPA-AUC with Attentive Interactions in Kidney Transplantation. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Mi Zhang, Dehua Chen, Xiao He, Xiuming Wang
A Hydrodynamic Model for Measuring Fluid Density and Viscosity by Using Quartz Tuning Forks. Sensors 20 (1) (2020)
Mulubrhan Ayalew Wedagu, Dehua Chen, Muhammad Ather Iqbal Hussain, Tsegay Gebremeskel, Mayugi Tanguy Orlando, Arslan Manzoor
Medicine Recommendation System For Diabetes Using Prior Medical Knowledge. ICVISP (2020)
Dehua Chen, Amir Jalilifard, Adriano Veloso, Nivio Ziviani
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. CoRR (2020)
Amir Jalilifard, Dehua Chen, Lucas Pereira Lopes, Isaac Ben-Akiva, Pedro Henrique Gonçalves Inazawa
Friendship is All we Need: A Multi-graph Embedding Approach for Modeling Customer Behavior. CoRR (2020)
Wenqi Li, Dehua Chen, Jiajin Le
Coronary Heart Disease Prediction Based on Combined Reinforcement Multitask Progressive Networks. BIBM (2020)
Dehua Chen, Amir Jalilifard, Adriano Veloso, Nivio Ziviani
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. IJCNN (2020)
Du Yifan, Pan Qiao, Golddy Indra Kumara, Dehua Chen
Structured Processing Method of Medical Examination Text Reports Based on Tree Model. ICMLT (2019)
Dehua Chen, Nannan Che, Jiajin Le, Qiao Pan
A co-training based entity recognition approach for cross-disease clinical documents. Concurr. Comput. Pract. Exp. 31 (23) (2019)
Dehua Chen, Chuang Ma, Yunying Wu
Clinical Knowledge Graph Embeddings with Hierarchical Structure for Thyroid Treatment Recommendation. DASC/PiCom/DataCom/CyberSciTech (2019)
Dehua Chen, Shujun Liu, Weimin Li
A Structured Method for Breast Ultrasound Report Based on Semantic Tree. iThings/GreenCom/CPSCom/SmartData (2019)
Dehua Chen, Ying Mao, Jinqiao Zhou
Constructing Medical Image Domain Ontology with Anatomical Knowledge. BIBM (2019)
Wenqi Li, Dehua Chen, Jiajin Le
Robot Patrol Path Planning Based on Combined Deep Reinforcement Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Pan Qiao, Yanhong Jin, Dehua Chen, Yuanyuan Zhang
Image and Text Fusion for Character-Based Breast Cancer Classification. HPCC/SmartCity/DSS (2018)
Dehua Chen, Yunying Wu, Jiajin Le, Qiao Pan
Context-Aware End-To-End Relation Extracting from Clinical Texts with Attention-based Bi-Tree-GRU. ILP Up-and-Coming / Short Papers (2018)
Qiao Pan, Chunru Yu, Dehua Chen, Lan Xiang
Joint Extraction of Entities and Relations of Breast Ultrasound Reports Based on Deep Learning. HPCC/SmartCity/DSS (2018)
Qiao Pan, Hang Li, Dehua Chen, Kaiqi Sun
Sentiment Analysis of Medical Comments Based on Character Vector Convolutional Neural Networks. ISCC (2018)
Weimin Li, Heng Zhu, Wei Liu, Dehua Chen, Jiulei Jiang, Qun Jin
An Anti-Noise Process Mining Algorithm Based on Minimum Spanning Tree Clustering. IEEE Access 6 (2018)
Dehua Chen, Guangjun Qian, Qiao Pan
Breast Cancer Classification with Electronic Medical Records Using Hierarchical Attention Bidirectional Networks. BIBM (2018)
Qiao Pan, Lan Xiang, Chunru Yu, Yuanyuan Zhang, Dehua Chen, Gaonian Gao
The Risk Assessment of Breast Tumors Based on Text Data of Ultrasound Reports. ISPA/IUCC (2017)
Suna Yin, Dehua Chen, Jiajin Le
Deep Neural Network Based on Translation Model for Diabetes Knowledge Graph. CBD (2017)
Dehua Chen, Guangjun Qian, Cheng Shi, Qiao Pan
Breast Cancer Malignancy Prediction Using Incremental Combination of Multiple Recurrent Neural Networks. ICONIP (2) (2017)
Dehua Chen, Cheng Shi, Mei Wang, Qiao Pan
Thyroid Nodule Classification Using Hierarchical Recurrent Neural Network with Multiple Ultrasound Reports. ICONIP (5) (2017)
Suna Yin, Dehua Chen, Jiajin Le
STNoSQL: Creating NoSQL database on the SensibleThings platform. SNPD (2016)
Dehua Chen, Xueshi Han, Jiajin Le, Lifeng Zhu
面向临床检验指标的非同步时间序列聚类算法研究 (Efficient and Effective Clustering Algorithm for Asynchronous Time Series of Clinical Laboratory Indicators). 计算机科学 43 (9) (2016)
Dehua Chen, Jieying Feng, Jiajin Le, Piao Pan
中文病理文本的结构化处理方法研究 (Research on Structured Method for Chinese Pathological Text). 计算机科学 43 (10) (2016)
Yue Li, Meng Zhou, Dehua Chen
Automatically identify the website's key-Cookies for merging sessions. ICNC (2013)
Peng Huang, Dehua Chen, Jiajin Le
An improved referrer-based session identification algorithm using MapReduce. ICNC (2013)
Yue Li, Dehua Chen, Wei Li, Gaoli Wang, Paul Smith
A Hybrid Authenticated Group Key Agreement Protocol in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 9 (2013)
Yue Li, Dehua Chen, Thomas Newe
Formal Verification of a Key Agreement Protocol for Wireless Sensor Networks. TrustCom (2012)
Yongming Guo, Dehua Chen, Jiajin Le
An Extended Vector Space Model for XML Information Retrieval. WKDD (2009)
Yongming Guo, Dehua Chen, Liangxu Liu, Jiajin Le
A Frame of Personalized Information Filtering System Based on XML. NCM (1) (2008)
Dehua Chen, Jingjing Zhou, Jiajin Le
Reverse Nearest Neighbor Search in Peer-to-Peer Systems. FQAS (2006)
Dehua Chen, Ruiqiang Guo, Jiajin Le, Wei Shi
PeeRCR: a distributed P2P-based reusable component repository system. COEA (2005)
Ruiqiang Guo, Dehua Chen, Jiajin Le
Matching Semantic Web Services across Heterogeneous Ontologies. CIT (2005)